Los Angeles

$512+ Cheap flights from Taiwan Taoyuan Intl (TPE) to Los Angeles (LAX)

This is the cheapest one-way flight price found by a Cheapflights user in the last 72 hours by searching for a flight departing on 2/16. Fares are subject to change and may not be available on all flights or dates of travel.
TPE — LAX
Feb 20 — Feb 271
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Taiwan Taoyuan Intl to Los Angeles with Cheapflights

1. Tell us where you want to go

Enter your travel information like dates, passengers, trip type (one-way or round trip), and preferred cabin class then click “Find deals”

2. Select your favorite providers

We find the providers serving your travel needs. Choose up to four travel providers to compare side-by-side for flights, hotels, or car rentals.

3. Compare prices and book

Review each provider’s pricing and select the best option for you! Book through your favorite provider’s website for a seamless experience.
Cheapflights Tip: The best prices from Taipei City Taiwan Taoyuan Intl to Los Angeles are usually found in November or March, booked 70 days in advance, depart on a Monday or Wednesday and return on a Wednesday

Cheap flight deals from Taiwan Taoyuan Intl to Los Angeles

Cheapest flights from Taiwan Taoyuan Intl to Los Angeles
Explore the most affordable flight options available from Taiwan Taoyuan Intl to Los Angeles. Find the lowest fares from popular airlines and budget airlines, with prices last updated on January 21, 2026.

This Trip.com deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Trip.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Thu 1/229:35 pm
TPE
-
LAX
1 stop26h 20m
Philippine Airlines
Thu 1/2910:50 am
LAX
-
TPE
1 stop30h 10m
Philippine Airlines
Deal found 1/21$567
This iWofly deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure iWofly is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 6/24:50 pm
TPE
-
LAX
1 stop18h 50m
Philippine Airlines
Sat 6/611:55 pm
LAX
-
TPE
1 stop24h 25m
Philippine Airlines
Deal found 1/21$571
This iWofly deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure iWofly is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 9/144:50 pm
TPE
-
LAX
1 stop18h 50m
Philippine Airlines
Sun 9/204:55 pm
LAX
-
TPE
1 stop24h 50m
Philippine Airlines
Deal found 1/21$572
This Trip.com deal was found by Cheapflights users on 1/20. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Trip.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 6/89:45 am
TPE
-
LAX
1 stop19h 00m
Philippine Airlines
Thu 6/1812:25 pm
LAX
-
TPE
1 stop35h 55m
Philippine Airlines
Deal found 1/20$573
This Philippine Airlines deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Philippine Airlines is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 10/99:45 am
TPE
-
LAX
1 stop19h 00m
Philippine Airlines
Fri 10/234:55 pm
LAX
-
TPE
1 stop24h 45m
Philippine Airlines
Deal found 1/21$582
This Philippine Airlines deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Philippine Airlines is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 10/64:50 pm
TPE
-
LAX
1 stop18h 50m
Philippine Airlines
Tue 10/2011:55 pm
LAX
-
TPE
1 stop29h 55m
Philippine Airlines
Deal found 1/21$584
This oojo deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure oojo is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 7/144:50 pm
TPE
-
LAX
1 stop35h 55m
Philippine Airlines
Wed 8/124:55 pm
LAX
-
TPE
1 stop36h 55m
Philippine Airlines
Deal found 1/21$587
This United Airlines deal was found by Cheapflights users on 1/19. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure United Airlines is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 1/2611:10 am
TPE
-
LAX
1 stop36h 25m
United Airlines
Fri 1/3011:25 pm
LAX
-
TPE
2 stops38h 20m
United Airlines
Deal found 1/19$589
This iWofly deal was found by Cheapflights users on 1/20. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure iWofly is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 4/219:45 am
TPE
-
LAX
1 stop25h 55m
Philippine Airlines
Sun 4/2611:55 pm
LAX
-
TPE
1 stop17h 50m
Philippine Airlines
Deal found 1/20$593
This Trip.com deal was found by Cheapflights users on 1/20. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Trip.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 3/610:15 am
TPE
-
LAX
1 stop24h 50m
Philippine Airlines
Fri 3/1311:50 am
LAX
-
TPE
1 stop30h 10m
Philippine Airlines
Deal found 1/20$595
This oojo deal was found by Cheapflights users on 1/21. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure oojo is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 3/1310:15 am
TPE
-
LAX
1 stop24h 50m
Philippine Airlines
Mon 3/2311:50 am
LAX
-
TPE
1 stop41h 45m
Philippine Airlines
Deal found 1/21$596
This oojo deal was found by Cheapflights users on 1/19. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure oojo is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Thu 3/1210:15 am
TPE
-
LAX
1 stop37h 40m
Philippine Airlines
Tue 3/2411:50 am
LAX
-
TPE
1 stop41h 45m
Philippine Airlines
Deal found 1/19$597

Find flight deals from Taiwan Taoyuan Intl to Los Angeles

Discover tips and strategies to find the most affordable flight options for your journey from Taiwan Taoyuan Intl (TPE) to Los Angeles (LAX). Learn about various techniques such as flexible date searches, comparing prices across and setting up price alerts. Use these methods to find the cheapest flights available for your travel needs. Data last updated January 21, 2026.

Most accurate provider

oojo
3 stars

Most trusted provider

oojo
3 stars

Round-trip from

$571
(iWofly)

One-way from

$512
(oojo)

Popular in

July

Cheapest in

November

Average price

$943

Good round-trip deal

$800 or less

Good one-way deal

$563 or less
Provider with most accurate pricing for Taipei City Taiwan Taoyuan Intl-Los Angeles flight deals.
Provider most trusted by Cheapflights users for Taipei City Taiwan Taoyuan Intl-Los Angeles flights.
From Taipei City Taiwan Taoyuan Intl to Los Angeles
One-way flight from Taipei City Taiwan Taoyuan Intl to Los Angeles
Highest demand for flights based on searches. 16% potential increase in price ($182 potential increase over avg. RT price).
Cheapest flight prices on average. 3% potential price decrease ($28 potential savings vs. average RT price).
Average for round-trip flights in January 2026
Price to beat on a round-trip flight from Taipei City Taiwan Taoyuan Intl to Los Angeles.
Price to beat on a one-way flight from Taipei City Taiwan Taoyuan Intl to Los Angeles.

Cheapflights Fare Finder

 
Customize your flight search to find flights from Taiwan Taoyuan Intl to Los Angeles that fit within your specific budget. Explore options based on user searches and filter the results based on your desired price range. Find flights that match your budget for a cost-effective journey. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated January 21, 2026.
Use the filters below to find and compare flights from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles that are best for you.

Fly from

Taiwan Taoyuan Intl

Fly to

Los Angeles

Route

Depart

Return

Price

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Fri 6/12

9:45 am-1:45 pm

1 stop19h 00m

Los Angeles

Sun 6/28

4:55 pm-8:45 am

1 stop24h 50m

$582

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Tue 3/10

9:35 pm-8:05 pm

1 stop37h 30m

Los Angeles

Sat 3/21

11:10 pm-8:35 pm

1 stop30h 25m

$621

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Wed 4/8

8:00 am-9:43 pm

2 stops28h 43m

Los Angeles

Fri 4/10

12:25 pm-12:35 am

1 stop21h 10m

$646

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Thu 4/23

9:50 pm-9:30 am

1 stop26h 40m

Los Angeles

Tue 4/28

11:55 pm-8:50 pm

1 stop29h 55m

$662

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Mon 3/16

10:15 am-8:05 pm

1 stop24h 50m

Los Angeles

Sat 3/21

11:50 am-8:35 pm

1 stop41h 45m

$662

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Tue 3/17

3:50 pm-5:20 pm

1 stop16h 30m

Los Angeles

Thu 3/19

11:55 am-12:35 am

1 stop21h 40m

$665

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Tue 4/21

1:20 pm-4:25 pm

1 stop18h 05m

Los Angeles

Thu 4/23

11:30 pm-8:55 am

1 stop18h 25m

$665

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Sat 3/14

10:20 pm-10:15 am

1 stop26h 55m

Los Angeles

Wed 3/18

10:15 pm-2:50 pm

1 stop25h 35m

$665

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Thu 4/23

7:30 pm-10:05 pm

1 stop17h 35m

Los Angeles

Sat 4/25

11:30 pm-9:55 am

1 stop19h 25m

$667

Taipei CityLos Angeles

TPE - LAX

TPELAX

Taipei City Taiwan Taoyuan Intl

Sat 4/18

7:15 pm-10:05 pm

1 stop17h 50m

Los Angeles

Wed 4/29

11:30 pm-10:05 am

1 stop19h 35m

$667

Flights are sorted by cheapest round-trip flights first.

Deals found on 1/21

Showing 1-10 of 22 results
1
2
3

Compare providers for flights from Taiwan Taoyuan Intl to Los Angeles

Provider information is updated monthly. Please note that these providers often have deals for this flight, but the availability may vary on a day-by-day basis on Cheapflights.
Use the table below to compare price accuracy, trust ratings, and cancellation policies for each provider offering flight deals from Taiwan Taoyuan Intl to Los Angeles in January.
ProviderPrice AccuracyTrust Score*
ExpediaPrice Accuracy2 starsTrust Score*3 stars
FlightHubPrice Accuracy3 starsTrust Score*1 star
AranGrantPrice Accuracy2 starsTrust Score*3 stars
oojoPrice Accuracy3 starsTrust Score*3 stars
SmartFaresPrice Accuracy1 starTrust Score*1 star
eDreamsPrice Accuracy3 starsTrust Score*3 stars
PricelinePrice Accuracy1 starTrust Score*3 stars

*The Trust Score is based on feedback from users after their booking experience. It measures overall satisfaction, helping us identify issues like hidden fees, problems during the ticketing process, and the quality of customer service. This score is our best indicator of the provider's quality and reliability.

  • Most accurate provider: When it comes to deals on Taipei City Taiwan Taoyuan Intl Airport-Los Angeles flights, users find the pricing of oojo to be most consistent on Cheapflights vs. oojo Users can find the same prices on Taipei City Taiwan Taoyuan Intl Airport-Los Angeles flight deals on Cheapflights vs. oojo >95% of the time. Price accuracy is based on data collected from Taipei City Taiwan Taoyuan Intl Airport-Los Angeles flight searches over the past month and is updated monthly.
  • Most trusted provider: When it comes to deals on Taipei City Taiwan Taoyuan Intl Airport-Los Angeles flights, Cheapflights users trust oojo the most. oojo has received a user feedback score of 3 out of 3 stars (3 being the best), meaning they have been trusted the most by Cheapflights users looking for Taipei City Taiwan Taoyuan Intl Airport-Los Angeles flight deals. Provider user feedback score is based on Cheapflights searches over the past month and is updated monthly.

Best time to book a flight from Taiwan Taoyuan Intl to Los Angeles

Have a flexible travel schedule? Discover the best time to fly to Los Angeles from Taiwan Taoyuan Intl with our price prediction graph.
Estimated round-trip price
Rates are based on past data. Find the cheapest month and day to book your flight based on your travel requirements, then search for cheap deals.

Cheapflights Insights

Everything you need to know about your flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles

How far ahead should I book a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

Use this chart to determine the optimal time to book a round-trip flight from Taiwan Taoyuan Intl to Los Angeles. Price data was last updated on January 16, 2026.

Booking 70 days in advance of your planned departure date is, on average, the best time to get cheap flights from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles. The general trend is that the closer you book to the departure date, the more expensive your flight will be.

What is the cheapest month to book a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

Currently, April is the cheapest month in which you can book a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles (average of $524). Flying from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles in July is currently the most expensive (average of $855). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

What is the cheapest time of day to fly from TPE to LAX?

Find hourly flight availability from Taiwan Taoyuan Intl to Los Angeles. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated January 21, 2026.

Regardless of the time of day you decide to fly, the ticket price will remain around the same. Book flights from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles as you normally would.

Reviews of airlines servicing Los Angeles

Get insights into the airlines that provide service to Los Angeles. Read reviews, discover amenities, and learn about the overall travel experience offered by airlines. Use this information to make informed decisions when choosing an airline for your flight to Los Angeles. Reviews last updated January 21, 2026.
Read through reviews of airlines operating flights from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles, such as STARLUX Airlines, EVA Air, and China Airlines. Reviews also offer insight into each airline's entertainment options, comfort, food, crew/service, and boarding process.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Crew

9.1

Food

8.6

Entertainment

8.8

Boarding

8.9

Comfort

8.8

Overall

8.9

Reviews

1 / 10
10.0
Excellent

Anonymous,Jan 2026

SEA - TPE

First time travelled with starlux and had best experience. Food was really good and crew is the best. Entertainment was also best. Having latest movies. I requested for isle seat at the last time and they provided me. Best airline service.

Related info for your journey

Find useful and relevant information for your journey from Taiwan Taoyuan Intl to Los Angeles. Access travel guides, tips, and recommendations to enhance your travel experience. Get information about local attractions, weather, transportation options, and more.
  • What airport do you fly into for flights to Los Angeles from Taipei City Taiwan Taoyuan Intl?

    Located just 9.4 mi from the city center, Los Angeles is the airport most travelers will use when flying to Los Angeles from Taipei City Taiwan Taoyuan Intl. Booking flights from Taipei City Taiwan Taoyuan Intl to Los Angeles (LAX) should be relatively easy as there are 16 daily inbound flights from Taipei City Taiwan Taoyuan Intl from 8 different airlines.

  • How long is the flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

    Airlines like Philippine Airlines and Cathay Pacific fly from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles in about 19h. The time it takes to get you to your destination can typically vary by up to 9h 43m. Airlines will cover a distance of 6782 mi. Both multi-stop and nonstop flights can be found to your destination and back.

  • What are the cheapest airlines flying from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles round-trip?

    Our cheapest airline available from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles is United Airlines. Our recent data shows that you can find tickets from as low as $502 on this airline. Additional options worth looking into are Delta and Philippine Airlines, starting at $530 and $545 round-trip. United Airlines is currently priced 43% below the average price you’ll pay for this route.

  • What are the cheapest airlines to fly from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles one-way?

    One-way options have recently been found by users for as low as $261 on Delta. Other airlines that offer cheap prices include Philippine Airlines from $322 and Cathay Pacific from $444 one-way.

  • What are the most reliable airlines from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

    No one likes to see their flight delayed. When booking a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles consider choosing STARLUX Airlines (55%), Thai Airways (55%) or Avianca (55%) as they are the most reliable in getting you off to your destination on time.

  • What are the cheapest flights from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

    Looking at all options, your cheapest flight can be booked for $515. While the most popular route (Taipei City Taiwan Taoyuan Intl - Los Angeles) can be booked for $487 on average, our data indicates $1,217 when flying from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles.

  • Can I find deals for flights from Taiwan Taoyuan Intl to Los Angeles that include hotel bookings?

    Yes. In addition to deals on Taiwan Taoyuan Intl to Los Angeles flights, Cheapflights offers vacation packages that include both flights and hotel.

  • How can I find direct flights from Taiwan Taoyuan Intl to Los Angeles?

    After entering your origin and destination, apply the non-stop filter on the search result page to find direct flights from Taiwan Taoyuan Intl to Los Angeles.

  • Can I find deals for business class flights from Taiwan Taoyuan Intl to Los Angeles?

    Yes. Cheapflights offers flight deals from Taiwan Taoyuan Intl to Los Angeles by cabin class. In addition to browsing deals, you can also filter by cabin class on the search results page after making a search.

  • What is the cheapest month to book a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles?

    Currently, April is the cheapest month in which you can book a flight from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles (average of $524). Flying from Taipei City Taiwan Taoyuan Intl Airport to Los Angeles in July is currently the most expensive (average of $855). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

See more FAQs

Traveling to a place near Los Angeles?

Book flights to Los Angeles if you plan to visit one of these locations
Downey
Oceanside
Universal City
Avalon
Inglewood
El Segundo
Torrance
Hesperia
Glendale
Buena Park
Lancaster
Redondo Beach
Montebello
West Hollywood
Garden Grove
Manhattan Beach
Moreno Valley
Rancho Cucamonga
Rosemead
Compton

Browse thousands of different options on Cheapflights for your next trip

Toggle through the tabs below to find thousands of options on Cheapflights for your next trip.

Top 8 airlines flying from Taiwan Taoyuan Intl to Los Angeles

Discover the top 8 airlines that operate flights from Taiwan Taoyuan Intl to Los Angeles. Compare their services, reliability, and customer satisfaction ratings to choose the airline that best suits your travel preferences and needs. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated January 21, 2026.
AirlineCheapestAverageFlexibilityOn-time
United AirlinesCheapest$502Average$703FlexibilityNo cancel feeOn-time69%
DeltaCheapest$530Average$637FlexibilityNo cancel feeOn-timeN/A
Philippine AirlinesCheapest$545Average$640FlexibilityNo cancel feeOn-time60%
Cathay PacificCheapest$606Average$651FlexibilityNo cancel feeOn-time72%
Asiana AirlinesCheapest$640Average$919FlexibilityNo cancel feeOn-time76%
China AirlinesCheapest$736Average$862FlexibilityNo cancel feeOn-time70%
STARLUX AirlinesCheapest$800Average$891FlexibilityNo cancel feeOn-timeN/A
EVA AirCheapest$862Average$1,013FlexibilityNo cancel feeOn-time74%

100% Free

Cheapflights is completely free to use, so you can start saving the moment you arrive.

Book with Flexibility

Our users can plan ahead with confidence and find flights with no change fees

Travel Smart

Millions of people come to us for their flight needs every year. We help make travel planning easy by providing useful insights and data-driven graphs that can inform your decisions.